Performance Evaluation of EHA System in the Presence of Mass and Pressure Variation using MOPSO-SMC

C. M. Shern, R. Ghazali, Chong Shin Horng, C. C. Soon, Y. M. Sam, Zulfatman Has
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Abstract

The usage of the Electro-Hydraulic Actuator (EHA) system in industrial machinery has increasingly attracted public attention nowadays by providing a highly stable output performance due to its incompressible hydraulic fluid. However, the accuracy and positioning control of the hydraulic cylinder are always become issues to engineers or researchers that utilized that actuator. In this paper, a suitable control strategy with a combination of a controller and optimization technique is proposed to control the EHA system. Three types of control strategies are proposed and studied in this paper which are PSO-PID, PSO-SMC, and MOPSO-SMC. This study is conducted through a simulation environment using MATLAB/Simulink with an established EHA system model. This paper focuses on three types of simulation studies which are tracking point analysis, mass variation simulation and pressure variation simulation. The overshoot percentage and steady-state error are used to evaluate and compare the effectiveness of the controller to the EHA system. The simulation results show that the EHA system controlled by MOPSO-SMC having the best output performance with the least overshoot percentage and steady-state error.
基于MOPSO-SMC的质量压力变化环境下EHA系统性能评价
电液执行器(EHA)系统在工业机械中的应用越来越受到公众的关注,因为它具有不可压缩的液压流体,可以提供高度稳定的输出性能。然而,液压缸的精度和定位控制一直是使用该作动器的工程师或研究人员所面临的问题。本文提出了一种将控制器与优化技术相结合的控制策略来控制EHA系统。本文提出并研究了PSO-PID、PSO-SMC和MOPSO-SMC三种控制策略。本研究通过MATLAB/Simulink仿真环境,建立了EHA系统模型。本文重点研究了跟踪点分析、质量变化模拟和压力变化模拟三种类型的仿真研究。用超调量百分比和稳态误差来评价和比较控制器对EHA系统的有效性。仿真结果表明,由MOPSO-SMC控制的EHA系统具有最佳的输出性能、最小的超调率和稳态误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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